Scholarlink

<p>This systematic review and meta-analysis aims to quantify the overall effect of robot presence on human cognitive task performance and to examine the moderating roles of two key characteristics: interactive capability and anthropomorphic morphology. A total of 10 studies were included for synthesis. We used the standardized mean difference (SMD) to assess task time efficiency (9 studies, n=540) and task accuracy (4 studies, n=129). The meta-analysis results showed no significant overall net effect of robot presence on either task time efficiency or accuracy. However, subgroup analyses revealed a significant differential pattern for task time efficiency: interactive robots were associated with improved efficiency (SMD = -0.31, P=0.03) while non-interactive robots showed the opposite (SMD = 0.22, P=0.009); additionally, non-anthropomorphic robots were associated with decreased efficiency (SMD = 0.47, P=0.0003).These findings indicate that robot presence does not have a uniform impact on human performance; rather, the direction of its effect is bidirectionally moderated by robot characteristics. In particular, interactive capability plays a crucial role in determining whether robots facilitate or inhibit task efficiency, which underscores the importance of designing robot social roles and behaviors in future human-robot collaboration.</p>

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

The effect of a robot’s presence on human task performance: a systematic review and meta-analysis

  • 期刊论文

  • 出版模式：

    开放获取

  • 发表日期：

    2026年5月8日

查看全文
  • Gang Ren,
  • Zhihuang Huang,
  • Gang Wang,
  • Tianyang Huang

摘要

This systematic review and meta-analysis aims to quantify the overall effect of robot presence on human cognitive task performance and to examine the moderating roles of two key characteristics: interactive capability and anthropomorphic morphology. A total of 10 studies were included for synthesis. We used the standardized mean difference (SMD) to assess task time efficiency (9 studies, n=540) and task accuracy (4 studies, n=129). The meta-analysis results showed no significant overall net effect of robot presence on either task time efficiency or accuracy. However, subgroup analyses revealed a significant differential pattern for task time efficiency: interactive robots were associated with improved efficiency (SMD = -0.31, P=0.03) while non-interactive robots showed the opposite (SMD = 0.22, P=0.009); additionally, non-anthropomorphic robots were associated with decreased efficiency (SMD = 0.47, P=0.0003).These findings indicate that robot presence does not have a uniform impact on human performance; rather, the direction of its effect is bidirectionally moderated by robot characteristics. In particular, interactive capability plays a crucial role in determining whether robots facilitate or inhibit task efficiency, which underscores the importance of designing robot social roles and behaviors in future human-robot collaboration.